Python agents

可视化网页工作台 + 本机连接器：把 PDF、Word、PPT、URL 一键整理成本地 AI 助手可接手的 PPT 项目包，输出可编辑 PPTX 或杂志风网页演示

Retrieval Augmented Generation for youtube videos with a BRAD agent

Using Hugging Face Hub Embeddings with Langchain document loaders to do some query answering

Open Source Python SDK for AI Agents Identity

Probably one of the lightest native RAG + Agent apps out there，experience the power of Agent-powered models and Agent-driven knowledge bases in one click, without complex configuration.

Welcome to FluidAPI, it's a framework that allows you to interact with APIs using natural language. No more JSON, headers, or complex formats simply describe your request in plain English, and FluidAPI will do the rest.

A chatbot with many OpenAI LLM's including GPT-4, GPT-4o, GPT-4-o3, GPT-5, and more. Perfect for people annoyed with the new ChatGPT and the lack of models to choose from.

Instruction/chat prompts creation library for text generation LLMs. It supports local and Hugging Face models.

YouTube Live Stream Chat Bot implemented using YouTube Data & Live Streaming API in Python

A pytorch implementation for the MMI-anti model

A chatbot based on OpenAI, suitable for enterprise privatized data fine-tuning. It can answer various questions related to enterprise products raised by users.

kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat

PerfGPT helps you to analyze your performance test results using OpenAI.

ChatBilibili .基于Fastapi 和ChatGPT Embedding ，实时生成视频概要，检索上下文视频提问/聊天

Freeway is meant to provide a simple, flexible, extensible and lightweight standard for managing prompt templates, database query templates, user input points, and LLM-backed system diagrams.

The ultimate memory backend for OpenClaw and Claude Code. Persistent conversation memory with LLM fact extraction, foundation-model reranking, and 77.7% LoCoMo accuracy. MCP native, REST API, self-hosted.

This repository `II-Commons` contains tools for managing text and image datasets, including loading, fetching, and embedding large datasets.

This project implements a demonstrator agent that compares the Cache-Augmented Generation (CAG) Framework with traditional Retrieval-Augmented Generation (RAG) using various LLMs.

Autonomous Intelligence is a framework for building collaborative, intelligent multi agent AI systems. The framework provides a robust infrastructure for creating and managing multiple AI agents, and enables developers and organizations to build, deploy, and optimize AI agents that work well in dynamic, complex environments.

Multi-Agent Combinatorial Path Finding (MCPF)

Code for Multi-Agent Common Knowledge Reinforcement Learning (NeurIPS 2019)

Multi Agent Reinforcement Learning for Dense Path Planning

A multi-agent RAG (Retrieval-Augmented Generation) system powered by Google Gemini, Docling, and LangGraph for intelligent document Q&A with built-in fact-checking and hallucination prevention.

This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G networks.

Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022

这是款基于 OpenRouter API 的 Dify 文生图插件，主打高质量 AI 图像生成，支持 Google Gemini、OpenAI DALL-E、Anthropic Claude 等模型，含免费 Gemini 供测试轻用，付费模型（如 DALL-E 3、Claude 3.5 Sonnet）满足专业需求，还具备图转图、中英双语、实时进度反馈及完善错误处理。可在 Agent 和 chatflow 中使用. DSL可以从这个项目 https://github.com/wwwzhouhui/dify-for-dsl获取

MCP server for xAI's Grok API with agentic tool calling, image and video generation, vision, and file support.

An agent-based modeling framework for Python with a shallow learning curve and powerful visualization capabilities.

Unify AI agent rules across tools like Cursor, Copilot, Devin, and Cline. One source, synced everywhere.

the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly

A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.

💸Agent stock analysis CLI (Real-time terminal dashboard and backtesting interface) +🔷Microsoft Agent Framework

xLLM 2.0. No Blackbox, secure, accurate, auditable Enterprise AI, developed by BondingAI. Built from scratch. With proprietary agents.

usdchat is a conversational bot that lets you interact with USD Stage using natural language.

:spider: Mutator-free management, statistics, and in-game bot for ranked Killing Floor 2 servers

OpenAI GPT-4o Mini TTS – Home Assistant Integration

AI-powered personalized IELTS corpus distillation — install-only skill (zero-backend Agent loop) + runnable backend with QMD-RAG. 7-stage pipeline producing schema-validated corpus.json & static profile site.

Simple Maya tool that utilizes open AI to perform basic tasks based on descriptive instructions.

Local-first cognitive daemon for automated vault management Markdown. Semantic indexing, auto-tagging, and connection discovery using LLMs and vector search.

A Python framework for building AI agent systems with robust task management in the form of a graph execution engine, inference capabilities, and caching. We support advanced features like State Snapshotting, Middleware, LLM Directed Graph Execution, Open Telemetry Integrations and more.

Multi-agent orchestration framework for AI applications - build, deploy, and manage AI agents across the full lifecycle with Forge, Conveyor, Shield, and Watchtower modules

Code for CVPR 2025 paper: TraF-Align: Trajectory-aware Feature Alignment for Asynchronous Multi-agent Perception

Function Calling Leaderboard for Traditional Chinese (zh-tw)

[TGRS'25] AirSpatialBot: A Spatially-Aware Aerial Agent for Fine-Grained Vehicle Attribute Recognization and Retrieval

A toolkit to build AI Agents that proactively interact w/ the world

Let your memories live forever by passing your knowledge to the next generation with SelfMemory.

Scalable Qdrant vector database cluster with Docker Compose, monitoring, and comprehensive documentation for high-performance similarity search applications.

An automated Python tool that uses LLMs and internet to automatically fix your code until it runs perfectly.

TiDB AI SDK: Unified Multi-Modal Data Platform for AI Apps & Agents

[NeurIPS 2025 D&B (Spotlight🌟)] TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenario

AI-Powered Neural Network Libraries built with Claude-Flow Swarm Orchestration. Live demo from Agentics Foundation meetup in Toronto - showcasing how 10 specialized AI agents built production-ready neural network frameworks worth $882K+ in a single session.

Metadata encoding and extraction for AI-generated content

This agent answers questions by reading multiple docs provided by the user

A toolkit for building full-stack systems. Battle-tested with Copilot in VS Code, with agents for Github Copilot CLI.

Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

instagram

A powerful PowerPoint translation tool that preserves all formatting while translating content using the Deepseek API. This tool maintains fonts, colors, layouts, and other styling elements while providing accurate translations between languages.

🚀 First multimodal AI-powered visual testing plugin for Claude Code. AI that can SEE your UI! 10x faster frontend development with closed-loop testing, browser automation, and Claude 4.5 Sonnet vision.

Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protocol for your documents that are going to be provided to LLMs or RAG systems. Place automatically the missing uncertainty markers to avoid confident hallucinations. HITL for non-directly verifiable claims.

The official codes for "Can Modern LLMs Act as Agent Cores in Radiology Environments?"

An intelligent novel writing agent for consistent long-form storytelling. Powered by LLMs.一个智能小说写作 Agent，专为维护长篇故事连贯性而设计。

Utilize Autonomous AI Agents in a Project Management Office (PMO)

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

🤖💬🤖 Agent-to-Agent (A2A Protocol) built on top of LangGraph

Multi-agent orchestration framework powered by Pydantic AI. Build complex agent collaborations with clean, declarative code, automatic topology validation, built-in execution tracking, and full control over agent interactions, observability included.

Expert SurrealDB 3 skill for AI coding agents (Claude, Codex, Amp, Gemini CLI, Copilot, Cursor). SurrealQL, multi-model data modeling, graph queries, vector search, WASM extensions, and full ecosystem.

Automated email processing with OpenAI Agents SDK + Ollama (qwen3:8b)

CheckmateC2 is a custom agent and listener for the Havoc Framework (made by @Cracked5pider) that communicates entirely through Chess.com game collections and analysis boards using Base5 and FEN for data encoding.

🧠 Claude Code 三层记忆系统 | 结构化存储 + 生命周期管理 + Git追踪 | 官方Auto Memory的管理层 | 一行命令安装 零依赖

HospitalSim is a sophisticated multi-agent hospital management and simulation system designed to optimize healthcare operations through multi-agent collaboration

基于滴答清单官方API的本地MCP服务，让用户通过LLM和Agent应用轻松管理待办事项

Minimal runtime for Recursive Language Models (RLMs) inspired by the MIT CSAIL paper "Recursive Language Models".

RiskLab (ACL 2026 Demo): A Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems

Sketch2Simulation: Automating Flowsheet Generation via Multi Agent Large Language Models

Turn a VPS into an AI-powered personal server with persistent memory, Telegram integration, and knowledge management

SpecMem: 🧠 Unified Agent Experience and Cognitive Memory for Every Coding Agent

Multi-AI consensus MCP server that queries multiple AI models (OpenAI, Claude, Gemini, custom APIs) in parallel and synthesizes responses to reduce bias and improve accuracy. A Python implementation of the wisdom-of-crowds approach for AI decision making.

AutoAdapt: An Automated Domain Adaptation Framework for Large Language Models

DocFinder is a local-first indexing and searching documents using semantic embeddings stored in SQLite. Everything runs on your machine, no external services required.

GODMODE — AI Development Team powered by NEURON.ONE. Multi-agent orchestration for Claude Code. 56 skills, 16 rules, cross-model disputes (Claude + GPT + Gemini).

Codex skill for OpenAI Images API generation and editing in API key mode

Rolling context compression for Claude Code — never hit the context wall. Auto-compresses old messages while keeping recent context verbatim. Zero config, zero latency. Works as a Claude Code plugin.

Open-source GEO engine for personal GEO promotion workflows. Reach Discord：https://discord.gg/GcNhAHPZu

Open-source AI social-media workflow engine for planning, drafting, brand voice, image generation, and platform-aware content automation.

WizTree + AI 智能磁盘清理 Agent skill

Semantic UI automation and lightweight accessibility snapshots for LLM agents to interact with Web and Desktop applications.

Universal autonomous agent framework with ReAct loop, multi-provider LLM routing, reasoning graph, and MCP integration, domain-agnostic for building specialized AI agents.

AI agents now operate with authority. Authority without discipline is how complex systems fail. Nuclear’s control loop, ported to AI-assisted software engineering.

Turn your Bilibili favorites and cloud documents into a chat-ready personal knowledge base. Agentic RAG with ASR transcription, Milvus vector search, multi-provider LLM support (OpenAI / Anthropic / DeepSeek), and full source citation.

Conversational black-box reverse-engineering agent on the pi coding agent — analyzes apk/.o/.hex/exe with a self-provisioning toolchain (radare2 · Ghidra · angr · jadx). Static analysis. Claude Code & Codex compatible.

A private, offline 'second brain' for the people, projects, and decisions you juggle — and it keeps score of whether your judgment was right. 本地私密的人际情报与决策记忆系统。

md2video is a small agent-friendly workflow for turning source content into a narrated slide video.

AI coding agent in your terminal. Works with any LLM - DeepSeek, Qwen, GPT-5, Claude, Gemini, Kimi, Ollama. 100+ models via litellm. ~1300 lines of Python.

QevosAgent is a minimalist agent runtime for real tool-calling workflows with persistent artifacts, recoverable memory, and observable execution.

The Claude Design for IG carousels — one engine, swap a brand pack, get a whole new style, with a built-in AI reviewer. ｜ IG 圖卡版的 Claude Design — 一套引擎，換一份 brand pack 就換一種風格，內建 AI 審稿員。

AI skills for psychology experiment programming and data analysis, from task design and code generation to reproducible statistical workflows.